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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@k16shikano
k16shikano / SKILL.md
Last active July 27, 2026 15:56
cognitive-rhythm-writing/SKILL.md
name cognitive-rhythm-writing
description 説明的な文章に緩急を設計するための規範。緩急を装飾ではなく認知モードの切替(観察→逡巡→断定→再観察)と未回収の緊張の管理として扱い、文の拍、段落の密度波形、節の入り方、緩みと駄文の判別、執筆後の機械的な点検手順を定める。読み物として読ませたい章・記事・解説文を生成するとき、または「密度はあるが平坦でおもしろくない」文章を診断・修正するときに使用する。

認知リズムを生むための日本語ライティング規範

密度の高い文章が退屈になるのは、情報が多いからではなく、全文が同じ認知モードで書かれているからである。 この規範は、読者の認知モード(観察する、迷う、確信する、確かめ直す)を意図的に切り替え、常に「続きを読む理由」を維持することで、読み進める推進力を作る。

@guibranco
guibranco / Dockerfile
Last active July 27, 2026 15:54
Docker file for PHP 5.6 with Apache, MySQL extension, GD2 and Apache mod_rewrite enabled
FROM php:5.6-apache
RUN sed -i -e 's/deb.debian.org/archive.debian.org/g' \
-e 's|security.debian.org|archive.debian.org/|g' \
-e '/stretch-updates/d' /etc/apt/sources.list
RUN apt-get update
RUN apt-get install --yes --force-yes cron g++ gettext libicu-dev openssl libc-client-dev libkrb5-dev libxml2-dev libfreetype6-dev libgd-dev libmcrypt-dev bzip2 libbz2-dev libtidy-dev libcurl4-openssl-dev libz-dev libmemcached-dev libxslt-dev
RUN a2enmod rewrite
@Maciejdziuba
Maciejdziuba / README.md
Last active July 27, 2026 15:51
The Full Episode Pack — Thorsten Ball (Amp) × David Ondrej. Every tool, technique & idea from the episode: orbs, Puck, the Oracle, the prompting playbook, the kill list.

The Full Episode Pack — Thorsten Ball × David Ondrej

Every tool, technique, and idea from David Ondrej's interview with Thorsten Ball (Amp) — agents in orbs, the Oracle, Puck the meta-agent, the prompting playbook, and the features Amp killed on purpose.

▶ Open the pack (rendered)

Click here to view the Episode Pack

(It's a single self-contained HTML page — the file thorsten-episode-pack.html below. You can also download it and open it in any browser.)

@Maciejdziuba
Maciejdziuba / README.md
Last active July 27, 2026 15:50
The Thorsten Prompt — a prompt coach skill from Thorsten Ball's (Amp) playbook. Your agent grades your prompts against the Slack test, shows you the rewrite with every [GUESS] marked, and debriefs on what it had to guess. Installable in Claude Code in 30 seconds.

The Thorsten Prompt — a prompt coach for your agent

A Claude Code Agent Skill built from Thorsten Ball's (Amp) playbook on David Ondrej's podcast.

"An agent has two sources of information: training data and the context window. That's it. The most important number in this equation is the information that you put in."

Most skills change what your agent does. This one changes what you do — it coaches you to prompt like a senior engineer briefing another senior engineer, and it gets quieter as you get better.

What it does

@mxashlynn
mxashlynn / Game Dev Content Warning Ideas.md
Last active July 27, 2026 15:49
Ideas for content warnings to include when describing your game.

Game Content Warnings List

This document may help you consider what content warnings to include when describing your game.

Disclaimer

This document was compiled from various online sources, is not authoritative, and has not been reviewed by any experts

THIS DOCUMENT IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,

@massahud
massahud / gemini generated table.md
Last active July 27, 2026 15:47
Illustrious modifiers

💎 Quality & Detail Modifiers (Positive Prompt)

These tags directly influence the perceived quality, detail, and "finish" of the image.

Modifier (Tag) Description
"Magic" Tags (Highest impact for Noobai/Illustrious)
very awa (Noobai Specific) The most powerful tag, trained on the top 5% of aesthetically-rated images.
masterpiece A classic, high-tier tag for high-quality, artistic output.
best quality Similar to masterpiece, strongly pushes for a clean, well-rendered image.
@aamiaa
aamiaa / CompleteDiscordQuest.md
Last active July 27, 2026 15:44
Complete Recent Discord Quest

Caution

As of April 7th 2026, Discord has expressed their intent to crack down on automating quest completion.

Some users have received the following system message:

image

There isn't much I can do to make the script undetected, so use it at your own risk, as you most likely WILL get flagged by doing so.

Complete Recent Discord Quest

@hunterbeach
hunterbeach / Connections Page.png
Last active July 27, 2026 15:43
Enable Codex Desktop Control other devices on Windows at runtime without modifying Codex binary
Connections Page.png